Statistical Optimal Transport

£59.99

Statistical Optimal Transport

École d'Été de Probabilités de Saint-Flour XLIX – 2019

Probability and statistics Optimization Stochastics Statistical physics Machine learning

Authors: Sinho Chewi, Jonathan Niles-Weed, Philippe Rigollet

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Collection: Lecture Notes in Mathematics

Language: English

Published by: Springer

Published on: 10th April 2025

Format: LCP-protected ePub

ISBN: 9783031851605


Introduction

This monograph aims to offer a concise introduction to optimal transport, quickly transitioning to its applications in statistics and machine learning. It is primarily tailored for students and researchers in these fields, yet it remains accessible to a broader audience of applied mathematicians and computer scientists. Each chapter is complemented with exercises for the reader to test their understanding. As such, this monograph is suitable for a graduate course on the topic of statistical optimal transport.

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